mmdeploy/docs/en/supported_models.md

## List of supported models exportable to other backends

The table below lists the models that are guaranteed to be exportable to other backends.

| Model                     | Codebase         | TorchScript | OnnxRuntime | TensorRT | ncnn  | PPLNN | OpenVINO | Model config                                                                                   |
| :------------------------ | :--------------- | :---------: | :---------: | :------: | :---: | :---: | :------: | :--------------------------------------------------------------------------------------------: |
| RetinaNet                 | MMDetection      |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/retinanet)              |
| Faster R-CNN              | MMDetection      |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/faster_rcnn)            |
| YOLOv3                    | MMDetection      |      Y      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/yolo)                   |
| YOLOX                     | MMDetection      |      Y      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/yolox)                  |
| FCOS                      | MMDetection      |      Y      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/fcos)                   |
| FSAF                      | MMDetection      |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/fsaf)                   |
| Mask R-CNN                | MMDetection      |      Y      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/mask_rcnn)              |
| SSD[*](#note)             | MMDetection      |      Y      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/ssd)                    |
| FoveaBox                  | MMDetection      |      Y      |      Y      |     N    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/foveabox)               |
| ATSS                      | MMDetection      |      N      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/atss)                   |
| GFL                       | MMDetection      |      N      |      Y      |     Y    |   N   |   ?   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/gfl)                    |
| Cascade R-CNN             | MMDetection      |      N      |      Y      |     Y    |   N   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/cascade_rcnn)           |
| Cascade Mask R-CNN        | MMDetection      |      N      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/cascade_rcnn)           |
| VFNet                     | MMDetection      |      N      |      N      |     N    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/vfnet)                  |
| ResNet                    | MMClassification |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/resnet)            |
| ResNeXt                   | MMClassification |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/resnext)           |
| SE-ResNet                 | MMClassification |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/seresnet)          |
| MobileNetV2               | MMClassification |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/mobilenet_v2)      |
| ShuffleNetV1              | MMClassification |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/shufflenet_v1)     |
| ShuffleNetV2              | MMClassification |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/shufflenet_v2)     |
| VisionTransformer         | MMClassification |      Y      |      Y      |     ?    |   Y   |   ?   |     ?    | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/vision_transformer)     |
| FCN                       | MMSegmentation   |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/fcn)                 |
| PSPNet[*static](#note)    | MMSegmentation   |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/pspnet)              |
| DeepLabV3                 | MMSegmentation   |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/deeplabv3)           |
| DeepLabV3+                | MMSegmentation   |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/deeplabv3plus)       |
| Fast-SCNN[*static](#note) | MMSegmentation   |      Y      |      Y      |     Y    |   N   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/fastscnn)            |
| UNet                      | MMSegmentation   |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/unet)                |
| ANN[*](#note)             | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     N    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/ann)                 |
| APCNet                    | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     N    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/apcnet)              |
| BiSeNetV1                 | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/bisenetv1)           |
| BiSeNetV2                 | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/bisenetv2)           |
| CGNet                     | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/cgnet)               |
| DMNet                     | MMSegmentation   |      ?      |      Y      |     N    |   N   |   N   |     N    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/dmnet)               |
| DNLNet                    | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/dnlnet)              |
| EMANet                    | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/emanet)              |
| EncNet                    | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/encnet)              |
| ERFNet                    | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/erfnet)              |
| FastFCN                   | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/fastfcn)             |
| GCNet                     | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     N    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/gcnet)               |
| ICNet[*](#note)           | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/icnet)               |
| ISANet                    | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/isanet)              |
| NonLocal Net              | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/nonlocal_net)        |
| OCRNet                    | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/ocrnet)              |
| PointRend                 | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/point_rend)          |
| Semantic FPN              | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/sem_fpn)             |
| STDC                      | MMSegmentation   |      ?      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/stdc)                |
| UPerNet[*](#note)         | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     N    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/upernet)             |
| DANet                     | MMSegmentation   |      ?      |      Y      |     Y    |   N   |   N   |     N    | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/danet)               |
| SRCNN                     | MMEditing        |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srcnn)          |
| ESRGAN                    | MMEditing        |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/esrgan)         |
| SRGAN                     | MMEditing        |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srresnet_srgan) |
| SRResNet                  | MMEditing        |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srresnet_srgan) |
| Real-ESRGAN               | MMEditing        |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/real_esrgan)    |
| EDSR                      | MMEditing        |      Y      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/edsr)           |
| RDN                       | MMEditing        |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/rdn)            |
| DBNet                     | MMOCR            |      Y      |      Y      |     Y    |   Y   |   Y   |     Y    | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textdet/dbnet)                  |
| PANet                     | MMOCR            |      Y      |      Y      |     Y    |   Y   |   ?   |     Y    | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textdet/panet)                  |
| DBNet                     | MMOCR            |      Y      |      Y      |     Y    |   Y   |   ?   |     Y    | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textdet/psenet)                 |
| CRNN                      | MMOCR            |      Y      |      Y      |     Y    |   Y   |   Y   |     N    | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textrecog/crnn)                 |
| SAR                       | MMOCR            |      N      |      Y      |     N    |   N   |   N   |     N    | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textrecog/sar)                  |
| SATRN                     | MMOCR            |      Y      |      Y      |     Y    |   N   |   N   |     N    | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textrecog/satrn)                |
| HRNet                     | MMPose           |      N      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#hrnet-cvpr-2019)        |
| MSPN                      | MMPose           |      N      |      Y      |     Y    |   Y   |   N   |     Y    | [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#mspn-arxiv-2019)        |
| LiteHRNet                 | MMPose           |      N      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#litehrnet-cvpr-2021)    |
| PointPillars              | MMDetection3d    |      ?      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection3d/blob/master/configs/pointpillars)         |
| CenterPoint (pillar)      | MMDetection3d    |      ?      |      Y      |     Y    |   N   |   N   |     Y    | [config](https://github.com/open-mmlab/mmdetection3d/blob/master/configs/centerpoint)          |
| RotatedRetinaNet          | RotatedDetection |      N      |      Y      |    Y     |   N   |   N   |     N    | [config](https://github.com/open-mmlab/mmrotate/blob/main/configs/rotated_retinanet/README.md) |

### Note

- Tag:
  - static: This model only support static export. Please use `static` deploy config, just like $MMDEPLOY_DIR/configs/mmseg/segmentation_tensorrt_static-1024x2048.py.
- SSD: When you convert SSD model, you need to use min shape deploy config just like 300x300-512x512 rather than 320x320-1344x1344, for example $MMDEPLOY_DIR/configs/mmdet/detection/detection_tensorrt_dynamic-300x300-512x512.py.
- YOLOX: YOLOX with ncnn only supports static shape.